Which integrations are available for this server?

Enables semantic search over indexed Slack channels, allowing for the retrieval of specific message threads, channel statistics, and participant lists.

How do I use slack-indexed?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@slack-indexed search for what was decided about the API design" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

slack-indexed

by KanvaBhatia-Alaan

Overview Schema Related Servers Score Discussions

Python

Remote

slack-indexed

MCP server for semantic search over indexed Slack channels stored in Qdrant, with Cohere reranking via AWS Bedrock.

Prerequisites

A running Qdrant instance with an indexed Slack collection (created by alaan-slack-index-mcp)
AWS credentials with access to Bedrock (Titan embeddings + Cohere rerank)

Related MCP server: Slack MCP Server

Tools

Tool	Description
`search`	Semantic search with Cohere reranking, filterable by source type, channel, and user
`get_thread`	Retrieve all chunks for a specific Slack thread including linked resources
`list_channels`	List indexed channels with document counts
`collection_stats`	Summary statistics (documents, threads, sources, channels)
`list_users`	List all known participant names for filtering

Usage

Direct with uvx (no install)

Using an AWS profile:

uvx --from git+https://github.com/KanvaBhatia-Alaan/alaan-slack-index-mcp-tool slack-indexed --profile my-profile --qdrant-url http://localhost:6333

Using explicit AWS credentials and a Qdrant API key:

uvx --from git+https://github.com/KanvaBhatia-Alaan/alaan-slack-index-mcp-tool slack-indexed \
  --aws-access-key AKIA... \
  --aws-secret-key wJal... \
  --qdrant-url http://your-qdrant-host:6333 \
  --qdrant-api-key your-qdrant-api-key

Local development

uv sync
uv run slack-indexed --profile my-profile --qdrant-url http://localhost:6333

Claude Code (`~/.claude.json`)

With AWS profile:

{
  "mcpServers": {
    "slack-indexed": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/KanvaBhatia-Alaan/alaan-slack-index-mcp-tool",
        "slack-indexed",
        "--profile",
        "my-profile",
        "--qdrant-url",
        "http://localhost:6333",
        "--qdrant-api-key",
        "xxxx-api-key-xxxx"
      ]
    }
  }
}

With explicit AWS credentials:

{
  "mcpServers": {
    "slack-indexed": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/KanvaBhatia-Alaan/alaan-slack-index-mcp-tool",
        "slack-indexed",
        "--aws-access-key",
        "AKIA...",
        "--aws-secret-key",
        "wJal...",
        "--qdrant-url",
        "http://your-qdrant-host:6333",
        "--qdrant-api-key",
        "xxxx-api-key-xxxx"
      ]
    }
  }
}

Cursor (`.cursor/mcp.json`)

With AWS profile:

{
  "mcpServers": {
    "slack-indexed": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/KanvaBhatia-Alaan/alaan-slack-index-mcp-tool",
        "slack-indexed",
        "--profile",
        "my-profile",
        "--qdrant-api-key",
        "xxxx-api-key-xxxx"
      ]
    }
  }
}

With explicit AWS credentials:

{
  "mcpServers": {
    "slack-indexed": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/KanvaBhatia-Alaan/alaan-slack-index-mcp-tool",
        "slack-indexed",
        "--aws-access-key",
        "AKIA...",
        "--aws-secret-key",
        "wJal...",
        "--qdrant-url",
        "http://your-qdrant-host:6333",
        "--qdrant-api-key",
        "xxxx-api-key-xxxx"
      ]
    }
  }
}

CLI Options

Flag	Default	Description
`--qdrant-url`	`http://localhost:6333`	Qdrant server URL
`--collection`	`slack_index`	Qdrant collection name
`--profile`	(env default)	AWS profile name
`--region`	`us-east-1`	AWS region for Bedrock
`--aws-access-key`	(env default)	AWS access key ID (use instead of `--profile`)
`--aws-secret-key`	(env default)	AWS secret access key (use with `--aws-access-key`)
`--qdrant-api-key`	(none)	Qdrant API key for authenticated access
`--qdrant-timeout`	`30`	Qdrant request timeout in seconds

Install Server

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quality

maintenance

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Maintenance

–Maintainers

–Response time

–Release cycle

–Releases (12mo)

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Resources

GitHub Repository

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slack-indexed

Prerequisites

Tools

Usage

Direct with uvx (no install)

Local development

Claude Code (~/.claude.json)

Cursor (.cursor/mcp.json)

CLI Options

Maintenance

Resources

Looking for Admin?

Tools

Related MCP Servers

Slack Search MCP Server

Slack MCP Server

THE RAG MCP

Qdrant Search MCP

Related MCP Connectors

Latest Blog Posts

MCP directory API

Claude Code (`~/.claude.json`)

Cursor (`.cursor/mcp.json`)